diff --git a/.travis.yml b/.travis.yml
index 90d9e6f8..437c77cb 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,8 +3,16 @@ sudo: false
 node_js:
   - "6.10.3"
 
+# Remove wine from cache
+before_cache:
+  - rm -rf $HOME/.cache/electron-builder/wine
+
 cache:
   ccache: true
+  directories:
+    - $HOME/.cache/electron
+    - $HOME/.cache/electron-builder
+    - $HOME/.npm/_prebuilds
 
 services:
   - docker
diff --git a/appveyor.yml b/appveyor.yml
index 0731aa99..67cdb17c 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -5,6 +5,8 @@ image: Visual Studio 2015
 
 cache:
   - C:\Users\appveyor\.node-gyp
+  - '%LOCALAPPDATA%\electron\Cache'
+  - '%LOCALAPPDATA%\electron-builder\cache'
   - '%AppData%\npm-cache'
   - node_modules -> npm-shrinkwrap.json
   - C:\ProgramData\chocolatey\bin -> appveyor.yml